{"id":"W3037995573","doi":"10.1002/ppul.24923","title":"Healthcare utilization and costs of pediatric home mechanical ventilation in Canada","year":2020,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Agricultural Research Institute of Ontario; Sunnybrook Health Science Centre; Canadian Institute for Health Information; Health Sciences Centre; Ottawa Hospital; SickKids Foundation; University of Toronto; University of Ottawa; St. John's Rehab Hospital; Ontario Tech University; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; Canadian Lung Association","keywords":"Medicine; Interquartile range; Health care; Ambulatory; Confidence interval; Observational study; Demography; Emergency medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003803576,0.0002443108,0.0003039293,0.001205153,0.0009244278,0.0009017526,0.0008458775,0.0002849854,0.001873397],"category_scores_gemma":[0.002451926,0.0002236647,0.0005902582,0.003870176,0.0003167777,0.0002748797,0.0006260542,0.0006239851,0.0001146539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03458221,"about_ca_system_score_gemma":0.03127979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9883216,"about_ca_topic_score_gemma":0.9902649,"domain_scores_codex":[0.9991134,0.0000624093,0.00007960141,0.00008294639,0.0003567437,0.000304943],"domain_scores_gemma":[0.9983322,0.0001044263,0.0004696315,0.00002734316,0.0006894984,0.0003769369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006022155,0.00002567229,0.9893432,0.00007284703,0.00006946129,0.0001487253,0.0001713948,0.0005206194,0.00005120924,0.0002276955,0.002549415,0.006759652],"study_design_scores_gemma":[0.00000705337,0.00001397768,0.9979425,0.00005589221,0.00002000384,0.0000960185,0.0003555813,0.0006606273,0.00003896893,0.00002993259,0.0007738011,0.000005740138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799793,0.002161665,0.0001004947,0.0007530773,0.00001549186,0.00002873628,0.01385615,0.0000165964,0.003088456],"genre_scores_gemma":[0.992938,0.001556684,0.000180651,0.0001017418,0.000007510217,0.00001981146,0.004638623,0.000004498896,0.0005525904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03458221,"threshold_uncertainty_score":0.2509126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04297976710182446,"score_gpt":0.2740055488728934,"score_spread":0.2310257817710689,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}